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Four-panel visualizations for three different physical systems are arranged in three rows, labeled (a), (b), and (c). Each row corresponds to a specific system: (a) plasma turbulence (MHD), (b) fluid flow (Navier-Stokes), and (c) shallow-water dynamics. Within each row, the panels display (from left to right): the ground truth state, the StFT-F model prediction, the spatial distribution of prediction error (residual), and the predicted uncertainty. Colorbars beside each panel indicate the value ranges, with red and blue representing positive and negative values. The visualizations show that areas with higher errors generally coincide with regions of higher predicted uncertainty. Digital simulation generated with the WarpX code depicts blue and yellow shockwaves against a black background. A large group of people pose together for a group photo in front of a modern building labeled "SHYH WANG HALL 59." The group is diverse, including men and women of various ages, and some people are wearing conference badges. The photo was taken on a sunny day, and the building features large windows and gray metal paneling. A group of individuals stands on a stage beneath a large "SC25" sign with a purple dynamic background; several people hold award certificates, and others stand in formal or business attire. Logo for SC25, the 2025 International Conference for High Performance Computing, Networking, Storage, and Analysis. The logo features abstract purple and blue flame shapes to the left of bold black text reading "SC25." Below this, smaller text reads "St. Louis, MO" and "hpc ignites." with "hpc ignites." in light blue. Two people in suits stand on a stage, with one handing an award plaque to the other. A large screen in the background displays the recipient's name and job title along with the name of their institution. Several individuals wearing gloves working around a large, cylindrical metallic quantum computing dilution refrigerator with numerous bright blue cables and illuminated hardware in a high-tech lab environment. Two people work in a laboratory at a workstation covered with electronic circuit boards and cables, with waveform data displayed on monitors in the background. A man wearing a green checked shirt. Photo of Alex Morehead
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